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System Design
2 years ago
Create a platform for delivering real-time stock market data.
Machine Learning Engineer

Canva

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2 years ago
ML Knowledge
2 years ago
If you are working on a clustering task where the labels are already known, how would you determine the effectiveness of the model?
Machine Learning Engineer

Canva

Livongo Logo

Livongo

Snowflake Logo

Snowflake

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2 years ago
ML Knowledge
2 years ago
Can you shed light on the differences between L1 and L2 regularization approaches for regression analysis and when choosing one over the other is ideal?
Machine Learning Engineer

Canva

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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2 years ago
ML Knowledge
2 years ago
Could you discuss the challenges presented by the curse of dimensionality and how you'd tackle them?
Machine Learning Engineer

Canva

SAP Logo

SAP

Peek Logo

Peek

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2 years ago
ML Knowledge
2 years ago
What is your take on feature selection in machine learning? Why is it so important to consider?
Machine Learning Engineer

Canva

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Zendesk

GitHub Logo

GitHub

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2 years ago
System Design
2 years ago
Construct a flexible payment planner for Canva.
Machine Learning EngineerSoftware EngineerTechnical Program ManagerSite Reliability Engineering Manager

Canva

GameStop Logo

GameStop

Marqeta Logo

Marqeta

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2 years ago
ML Knowledge
2 years ago
Before applying machine learning algorithms, what are some of the things you have to do in terms of data wrangling and cleaning?
Machine Learning Engineer

Canva

Roku Logo

Roku

Robinhood Logo

Robinhood

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2 years ago
ML Knowledge
2 years ago
What are the dissimilarities between the K-means algorithm and the Expectation-Maximization (EM) algorithm?
Machine Learning Engineer

Canva

ZocDoc Logo

ZocDoc

Audible Logo

Audible

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2 years ago
Coding
2 years ago
What steps would you take to uncover any overlapping origins between two people in a genealogical tree?
Machine Learning Engineer

Canva

Reddit Logo

Reddit

Yandex Logo

Yandex

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2 years ago
ML Knowledge
2 years ago
Does the phenomenon of vanishing gradients affect the initial stages or the later stages of a neural network's progression?
Machine Learning Engineer

Canva

eToro Logo

eToro

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Wattpad

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2 years ago

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*All interview questions are submitted by recent Canva Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Canva.

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